Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

10 results at SIAM Journal on Scientific Computing

GENERATIVE ADVERSARIAL NETWORK FOR PROBABILISTIC FORECAST OF RANDOM DYNAMICAL SYSTEMS
- - Kyongmin Yeo
  - Zan Li
  - et al.
- 2022
- SIAM Journal on Scientific Computing
Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network
- - Kyongmin Yeo
  - DYLAN E.C. GRULLON
  - et al.
- 2021
- SIAM Journal on Scientific Computing
A domain decomposition rayleigh-ritz algorithm for symmetric generalized eigenvalue problems
- - Vassilis Kalantzis
- 2020
- SIAM Journal on Scientific Computing
Multilevel control variates for uncertainty quantification in simulations of cloud cavitation
- - Jonas Šukys
  - Ursula Rasthofer
  - et al.
- 2018
- SIAM Journal on Scientific Computing
A fast distributed data-assimilation algorithm for divergence-free advection
- - Tigran Tchrakian
  - Sergiy Zhuk
- 2018
- SIAM Journal on Scientific Computing
Enhancing performance and robustness of ILU preconditioners by blocking and selective transposition
- - Anshul Gupta
- 2017
- SIAM Journal on Scientific Computing
Approximating spectral sums of large-scale matrices using stochastic Chebyshev approximations
- - Insu Han
  - Dmitry Malioutov
  - et al.
- 2017
- SIAM Journal on Scientific Computing
How accurately should I compute implicit matrix-vector products when applying the hutchinson trace estimator?
- - Jie Chen
- 2016
- SIAM Journal on Scientific Computing
On source-term parameter estimation for linear advection-diffusion equations with uncertain coefficients
- - Sergiy Zhuk
  - Tigran Tchrakian
  - et al.
- 2016
- SIAM Journal on Scientific Computing
Data assimilation for linear parabolic equations: Minimax projection method
- - Sergiy Zhuk
  - Jason Frank
  - et al.
- 2015
- SIAM Journal on Scientific Computing